Description: This presentation establishes a bang-bang solution for the optimal withdrawal strategies.

Description: This paper applies GPUs and deep learning to achieve orders of magnitude performance improvement in the valuation of large portfolios of variable annuities.

Description: The objective of this article is to help indexed annuity writers understand the pricing practices and ALM strategies used by their peers in the industry, especially in light of the prevailing low interest rate environment and a possible rise in interest rates.

Description: New Zealand is about to launch its first variable annuity with guaranteed lifetime withdrawal benefits. The product design is mindful of the lessons from the financial crisis in the United States, Europe and Japan.

Description: This article reviews some of the highlights of th 2010 SOA Annual meeting including the impact on pricing resulting from Solvency II, Market Consistent Valuation of New Business - MCVNB, the latest on mortality, Standards of Practice in product development, managing risk in product design and a regulation update.

Description: This article addresses the issues of short-term volatility, the non-equivalency of traders and, how product development is being impacted by market consistency.

Description: The Policyholder Behavior in the Tail Risk Management Section Working Group issued its fifth survey to gather the range of assumptions actuaries use in pricing, reserving, and risk management of minimum guarantees on Variable Annuity products, such as death benefits, income benefits, withdrawal benefits and maturity benefits.

Description: Feature article discussing the variable annuity industry rebuilding and reinventing itself.

Description: We propose an age-shift model to modify the LC model and deal with the problem of parameters. The proposed method attains smaller estimation errors with respect to mean absolute percentage error or mean square error. We also apply the proposed age-shift model to the mortality rates of these four countries to evaluate the longevity risk in annuity products by measuring life expectancy.

Description: This paper first derives the fair participation rate based on a fair value of the equity-indexed annuity EIA. Then using risk measures, a new participation rate is obtained, based on the tail loading of the hedging error distribution. Risk management strategies reducing risk related to the hedging error are also presented. A detailed numerical analysis is performed for a point-to-point EIA.

Description: This presentation from the Actuarial Research Conference of 2006 is an overview of Guaranteed Minimum Withdrawal Benefits. It briefly discusses pricing.

Description: This report is jointly sponsored by LIMRA International and the Society of Actuaries in collaboration with Ernst & Young. It describes Substandard Annuities and discusses the market opportunity for them, underwriting, the associated risk management issues, and the issues companies need to address when competing in the substandard annuity market. It discusses the single premium immediate annuity, SPIA, in relation to substandard annuities and the differences between the products.

Description: 2004 SOA Annual Meeting and Exhibit, New York. This session is about pricing life and VA products with untested new features in an uncertain environment.

Description: From a session at the Spring meeting of the Society of Actuaries held in San Antonio, Texas, June 14-15, 2004 Discussion of risk and pricing issues of particular concern with respect to life insurance and annuity products in times of relatively low interest rates

Description: This paper develops a model of annuity mortality that facilitates a more thorough evaluation of the issues of policyholder antiselection and insurance company response. Aging occurs as an annuitant's health state changes. Death occurs either as terminal health state or by accident. By knowing the current health state, the annuitant or insurance company can improve its knowledge about life expectancy.

Description: This session from the 2003 Washington D.C. Spring Meeting discusses a variety of risks that need to be considered in pricing life and annuity products. This session also reviews the results of the Risk Management Task Force Survey including how companies were measuring profit, how they were reflecting risk in pricing, how results were analyzed and how specific risks were being modeled. From the Record of the Society of Actuaries, Volume 29, No. 1, Session 7PD.

Description: The objective of this presentation was to evaluate the different pricing techniques as to their effectiveness in capturing and quantifying the varied risks associated with the sale and administration of life insurance and annuity products. The results of a 2002 company survey about pricing were presented in support of this objective.

Description: From a session at the 2001 Valuation Actuary Symposium, held in Lake Buena Vista, Florida, November 29-30, 2001 Teaching session covering the development of realistic liability models for use in asset adequacy analysis, asset/liability management, pricing/repricing, financial reporting or other corporate purposes. The primary focus is modeling issues for variable product features, such as minimum living or death benefit guarantees on both variable life and annuities, annuity death benefit enhancements, and variable immediate annuities. Topics include: • Analysis of the special risks posed by these products • Selecting realistic dynamic assumptions • Techniques used in modeling these products • Scenario testing and result presentation to best communicate risks

Description: This session at the SOA 2001 Toronto Spring Meeting offers an overview of stochastic pricing including stochastic variables, equity market models, interest rate models and policyholder behavior. An example is given using a variable annuity product.

Description: This presentation, session number 7PD, took place at the 2000 Annual Meeting of the Society of Actuaries, held October 15-18 in Chicago. The panelists discusses current separate account product topics including quantifying the cost of guarantees such as minimum death benefits and minimum living benefits, and equity-indexed product investing and hedging. Discussion from participants is included. From the Record of the Society of Actuaries, Volume 26, No. 3.

Description: From a teaching session at the 2000 Valuation Actuary Symposium held in Washington DC, September 14-15, 2000 Discussion of realistic liability models for use in asset adequacy analysis, asset/liability management, pricing/repricing, financial reporting, or other purposes.

Description: From a session at a meeting of the Society of Actuaries held in Las Vegas, NV May 22-24, 2000 The panelists cover: 1 The basic concepts underlying fuzzy logic, 2 Current applications to risk classification and pricing and 3 Future possible uses of fuzzy logic.

Description: Interest sensitive products including SPDAs can be thought of as spread lending business. The purpose of the paper is to introduce the excess spread approach to measuring the profitability of nonparticipating insurance products. The article describes how the excess spread approach is used to price and manage the products and its risks. From Society of Actuaries Reporting Monograph, M-AS99-1.

Description: Sam Gutterman presents his paper, 'Expenses and Pricing', at this session at the SOA 1998 Maui I Spring Meeting. He discusses the need to control expenses and reflect them appropriately in pricing as vital to an insurance company' s short-term and long-term success.

Description: Presented at May 1996 Spring Meeting. This session offers a retrospective and prospective look at the development of actuarial pricing models and technology tools.

Description: Summary of the SOA's Annuity Valuation with Dependent Mortality research report which examines the standard industry practice of assuming independent lives for insurance products that cover multiple lives.

Description: In this session from the 1995 Spring Meeting, panelists will discuss the structure, cost, and reserving practices of variable annuity guaranteed minimum death benefits. They also identify and meaure the risks associated with GMDBs. It From Record of Society of Actuaries Vol. 21, No. 1.

Description: Presented at September 1994 Valuation Actuary Symposium. Discusses the differences in modeling separate account products vs. general account products.

Description: 1992 SOA Annual Meeting, Washington, D.C. This session on repricing the in-force book of business addressed ASB requirements, data gathering, assumption setting, modeling considerations, coordination with financial areas, par versus interest-sensitive products, and communicating results to management.

Description: This session at the SOA 1990 Annual Meeting addresses pricing inadequacies that are perceived throughout the industry. Concerns are expressed about assumptions, lack of experience studies, surplus levels, and replacements.

Description: This session at the SOA 1990 San Francisco Spring Meeting is about the relationship between product design and investment policy. The focus is on a review of investment metircs, discussion of option adjusted spreads, and the use of total return from equity investments to support insurance products.

Description: This session at the SOA 1990 Hartford Spring Meeting is about the various factors to be considered in determining the interest margins for interest-sensitive life insurance, annuities and GICs, i.e. the difference in earned and credited rates including practical considerations. Valuing embedded options in assets and liabilities is also discussed.

Description: Presented at May 1986 Spring Meeting. This session discussion is about techniques companies are using to maintain compatibility between investment practices and pricing assumptions for interest-sensitive products: Segregated assets, Use of options/futures, Asset/liability matching, Market value adjustments.

Description: Presented at May 1985 Spring Meeting. This session discussed: Relationship of pricing and valuation actuaries in Canada, Financial reporting system as an information source for product development, Interaction of the pricing actuary, valuation actuary, and investment officer in designing interest-sensitive products, Allocation impact on product development of expense, investment income, tax, and capital, Financial reporting information in changing premium rates for nonguaranteed premium products, Maintaining consistency between pricing and financial projection models, Reserve basis and nonforfeiture basis impact on product development, with special reference to lapse-sensitive products.

Description: This is a discussion from the 1982 SOA Spring Meeting on individual annuity product design under conditions of inflation. It highlights the design and testing of annuity products in an inflationary envirnonmnet, the marketing and distribution of annuities, the importance of asset/liability matching and surplus and valuation considerations. From Record of the Society of Actuaries 1982, Volume 8, No. 1.